HanQin Cai
Orcid: 0000-0002-2937-1986
According to our database1,
HanQin Cai
authored at least 29 papers
between 2019 and 2024.
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Bibliography
2024
IEEE Trans. Knowl. Data Eng., November, 2024
Robust Tensor CUR Decompositions: Rapid Low-Tucker-Rank Tensor Recovery with Sparse Corruptions.
SIAM J. Imaging Sci., March, 2024
Guarantees of a Preconditioned Subgradient Algorithm for Overparameterized Asymmetric Low-rank Matrix Recovery.
CoRR, 2024
Riemannian Optimization for Non-convex Euclidean Distance Geometry with Global Recovery Guarantees.
CoRR, 2024
S<sup>3</sup>Attention: Improving Long Sequence Attention with Smoothed Skeleton Sketching.
CoRR, 2024
Accelerating Ill-conditioned Hankel Matrix Recovery via Structured Newton-like Descent.
CoRR, 2024
Proceedings of the 58th Annual Conference on Information Sciences and Systems, 2024
2023
Matrix Completion With Cross-Concentrated Sampling: Bridging Uniform Sampling and CUR Sampling.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023
SIAM J. Sci. Comput., June, 2023
Robust Tensor CUR Decompositions: Rapid Low-Tucker-Rank Tensor Recovery with Sparse Corruption.
CoRR, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
Zeroth-Order Regularized Optimization (ZORO): Approximately Sparse Gradients and Adaptive Sampling.
SIAM J. Optim., 2022
Proceedings of the Topological, 2022
2021
Accelerated Structured Alternating Projections for Robust Spectrally Sparse Signal Recovery.
IEEE Trans. Signal Process., 2021
Rapid Robust Principal Component Analysis: CUR Accelerated Inexact Low Rank Estimation.
IEEE Signal Process. Lett., 2021
SIAM J. Imaging Sci., 2021
Mode-wise Tensor Decompositions: Multi-dimensional Generalizations of CUR Decompositions.
J. Mach. Learn. Res., 2021
CoRR, 2021
Learned Robust PCA: A Scalable Deep Unfolding Approach for High-Dimensional Outlier Detection.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
A Zeroth-Order Block Coordinate Descent Algorithm for Huge-Scale Black-Box Optimization.
Proceedings of the 38th International Conference on Machine Learning, 2021
Fast Robust Tensor Principal Component Analysis via Fiber CUR Decomposition <sup>*</sup>.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
2020
2019
J. Mach. Learn. Res., 2019
Fast and Robust Spectrally Sparse Signal Recovery: A Provable Non-Convex Approach via Robust Low-Rank Hankel Matrix Reconstruction.
CoRR, 2019